AI Overview SEO Discrepancy Monitor & Optimization
This post highlights a significant pain point for businesses and content creators: Google's AI Overviews not accurately reflecting top-ranking search results and omitting authoritative sources. This can lead to reduced visibility, traffic, and perceived authority. A SaaS opportunity exists to provide a tool that monitors Google AI Overviews for specific keywords, identifies instances where high-ranking content is ignored, and suggests strategies to optimize content for AI visibility. The product could offer real-time alerts, detailed reporting on AI source discrepancies versus traditional SERP rankings, and competitive analysis for AI Overviews. This addresses a growing need as AI Overviews become more prominent in search results.
Product Form: A web-based SaaS platform with a dashboard for tracking, reporting, and analytics. It would integrate with Google Search data (via API where possible, or scraping) and analyze AI Overview content. Features could include: keyword tracking, source discrepancy alerts, AI-friendly content suggestions, and competitor AI Overview analysis.
Expected Revenue: High potential. Businesses and SEO agencies are heavily invested in search visibility. A tool that helps them adapt to AI-driven search and prevent loss of traffic/authority would be highly valued. Subscription tiers could range from $99/month for small businesses to several thousands for large enterprises or agencies, based on keyword volume, number of tracked domains, and reporting features. Annual revenue could easily reach 7 figures with a strong user base.
Origin Reddit Post
r/marketing
AI overviews is not using the highest ranking search results
Posted by u/polygraph-net•07/21/2025
For example, we rank #2 ish in Google search for one of our articles, yet we're not quoted in the AI overviews and their long list of sources excludes us. Some of the sources are ridiculous,
Top Comments
u/Far_Example_9150
What about FAQs?
u/sunshinemicky
Yeah it's pulling based on exact relevance to each line or citation,not the overall query keyword if that make sense
u/Part-TimePraxis
I've worked with SupplyChain Digital, CIO Magazine, and a handful of others depending on persona. For real listening, look here. I've learned more about procurement just being in subs here th
u/Far_Example_9150
What about FAQs?
u/ragnarockette
We’re struggling with conferences too. Have attended Supply Chain USA and American Supply Chain Summit and both were (expensive) duds for us. Any good ones you like?
We are primarily selling
u/Convert_Capybara
Yep. That's been my experience too. It also seems to heavily value community/social/forums credibility.
So are people talking favourably about your brand across the internet? Or are you
u/broly3652
In before you read AI papers and see that even the people who made AI don't even know how it selects things.
u/broly3652
In before you read AI papers and see that even the people who made AI don't even know how it selects things.
u/ragnarockette
We’re struggling with conferences too. Have attended Supply Chain USA and American Supply Chain Summit and both were (expensive) duds for us. Any good ones you like?
We are primarily selling
u/sunshinemicky
Yeah it's pulling based on exact relevance to each line or citation,not the overall query keyword if that make sense
u/ragnarockette
Are there any supply chain forums or news sources you think are good? We have recently been getting some traction in supply chain and logistics and I’m struggling to find my listening mix for
u/ragnarockette
Are there any supply chain forums or news sources you think are good? We have recently been getting some traction in supply chain and logistics and I’m struggling to find my listening mix for
u/ragnarockette
We’re struggling with conferences too. Have attended Supply Chain USA and American Supply Chain Summit and both were (expensive) duds for us. Any good ones you like?
We are primarily selling
u/Pelican_meat
It’s not different. It just prioritizes information differently, and it includes certifications, accreditations, and—yes—mentions on socials.
u/Flaky_Vast9345
You're right, AI Overviews doesn’t follow traditional rankings. It pulls from sources based on structured data, semantic relevance, freshness, and sometimes even diversity of perspective. Hig
u/yingyn
Posted this response to the same sub:
Short answer: Google's AI Overviews work differently because they "know" what is inside your webpage (since they are the search engine), not just th
u/sunshinemicky
Yeah it's pulling based on exact relevance to each line or citation,not the overall query keyword if that make sense
u/Part-TimePraxis
So we started the year with 180 SERP feature placements, and currently have 352. Very niche product in supply chain. We write a lot of how-to content/educational content. We focus on tagging
u/Convert_Capybara
Yep. That's been my experience too. It also seems to heavily value community/social/forums credibility.
So are people talking favourably about your brand across the internet? Or are you
u/broly3652
In before you read AI papers and see that even the people who made AI don't even know how it selects things.
u/OtterlyMisdirected
I think the core issue right now is that AI is evolving so rapidly, the mechanisms it uses to scrape, parse, and surface content are both unclear and constantly changing.
While traditional S
u/ragnarockette
Are there any supply chain forums or news sources you think are good? We have recently been getting some traction in supply chain and logistics and I’m struggling to find my listening mix for
u/OtterlyMisdirected
I think the core issue right now is that AI is evolving so rapidly, the mechanisms it uses to scrape, parse, and surface content are both unclear and constantly changing.
While traditional S
u/yingyn
Posted this response to the same sub:
Short answer: Google's AI Overviews work differently because they "know" what is inside your webpage (since they are the search engine), not just th
u/sunshinemicky
Yeah it's pulling based on exact relevance to each line or citation,not the overall query keyword if that make sense
u/broly3652
In before you read AI papers and see that even the people who made AI don't even know how it selects things.
u/Part-TimePraxis
So we started the year with 180 SERP feature placements, and currently have 352. Very niche product in supply chain. We write a lot of how-to content/educational content. We focus on tagging
u/Part-TimePraxis
I've worked with SupplyChain Digital, CIO Magazine, and a handful of others depending on persona. For real listening, look here. I've learned more about procurement just being in subs here th
u/OtterlyMisdirected
I think the core issue right now is that AI is evolving so rapidly, the mechanisms it uses to scrape, parse, and surface content are both unclear and constantly changing.
While traditional S
u/sunshinemicky
Yeah it's pulling based on exact relevance to each line or citation,not the overall query keyword if that make sense
u/yingyn
Posted this response to the same sub:
Short answer: Google's AI Overviews work differently because they "know" what is inside your webpage (since they are the search engine), not just th
u/ragnarockette
We’re struggling with conferences too. Have attended Supply Chain USA and American Supply Chain Summit and both were (expensive) duds for us. Any good ones you like?
We are primarily selling
u/Pelican_meat
It’s not different. It just prioritizes information differently, and it includes certifications, accreditations, and—yes—mentions on socials.
u/Convert_Capybara
Yep. That's been my experience too. It also seems to heavily value community/social/forums credibility.
So are people talking favourably about your brand across the internet? Or are you
u/ragnarockette
We’re struggling with conferences too. Have attended Supply Chain USA and American Supply Chain Summit and both were (expensive) duds for us. Any good ones you like?
We are primarily selling
u/Part-TimePraxis
I've worked with SupplyChain Digital, CIO Magazine, and a handful of others depending on persona. For real listening, look here. I've learned more about procurement just being in subs here th
u/Part-TimePraxis
So we started the year with 180 SERP feature placements, and currently have 352. Very niche product in supply chain. We write a lot of how-to content/educational content. We focus on tagging
u/OtterlyMisdirected
I think the core issue right now is that AI is evolving so rapidly, the mechanisms it uses to scrape, parse, and surface content are both unclear and constantly changing.
While traditional S
u/Part-TimePraxis
I've worked with SupplyChain Digital, CIO Magazine, and a handful of others depending on persona. For real listening, look here. I've learned more about procurement just being in subs here th
u/Flaky_Vast9345
You're right, AI Overviews doesn’t follow traditional rankings. It pulls from sources based on structured data, semantic relevance, freshness, and sometimes even diversity of perspective. Hig
u/yingyn
Posted this response to the same sub:
Short answer: Google's AI Overviews work differently because they "know" what is inside your webpage (since they are the search engine), not just th
u/Flaky_Vast9345
You're right, AI Overviews doesn’t follow traditional rankings. It pulls from sources based on structured data, semantic relevance, freshness, and sometimes even diversity of perspective. Hig
u/OtterlyMisdirected
I think the core issue right now is that AI is evolving so rapidly, the mechanisms it uses to scrape, parse, and surface content are both unclear and constantly changing.
While traditional S
u/Part-TimePraxis
So we started the year with 180 SERP feature placements, and currently have 352. Very niche product in supply chain. We write a lot of how-to content/educational content. We focus on tagging
u/ragnarockette
We’re struggling with conferences too. Have attended Supply Chain USA and American Supply Chain Summit and both were (expensive) duds for us. Any good ones you like?
We are primarily selling
u/OtterlyMisdirected
I think the core issue right now is that AI is evolving so rapidly, the mechanisms it uses to scrape, parse, and surface content are both unclear and constantly changing.
While traditional S
u/Far_Example_9150
What about FAQs?
u/yingyn
Posted this response to the same sub:
Short answer: Google's AI Overviews work differently because they "know" what is inside your webpage (since they are the search engine), not just th
u/ragnarockette
We’re struggling with conferences too. Have attended Supply Chain USA and American Supply Chain Summit and both were (expensive) duds for us. Any good ones you like?
We are primarily selling
u/Convert_Capybara
Yep. That's been my experience too. It also seems to heavily value community/social/forums credibility.
So are people talking favourably about your brand across the internet? Or are you
u/ragnarockette
Are there any supply chain forums or news sources you think are good? We have recently been getting some traction in supply chain and logistics and I’m struggling to find my listening mix for
u/Pelican_meat
It’s not different. It just prioritizes information differently, and it includes certifications, accreditations, and—yes—mentions on socials.
u/Part-TimePraxis
So we started the year with 180 SERP feature placements, and currently have 352. Very niche product in supply chain. We write a lot of how-to content/educational content. We focus on tagging
u/Pelican_meat
It’s not different. It just prioritizes information differently, and it includes certifications, accreditations, and—yes—mentions on socials.
u/Part-TimePraxis
I've worked with SupplyChain Digital, CIO Magazine, and a handful of others depending on persona. For real listening, look here. I've learned more about procurement just being in subs here th
u/Flaky_Vast9345
You're right, AI Overviews doesn’t follow traditional rankings. It pulls from sources based on structured data, semantic relevance, freshness, and sometimes even diversity of perspective. Hig
u/OtterlyMisdirected
I think the core issue right now is that AI is evolving so rapidly, the mechanisms it uses to scrape, parse, and surface content are both unclear and constantly changing.
While traditional S
u/Part-TimePraxis
I've worked with SupplyChain Digital, CIO Magazine, and a handful of others depending on persona. For real listening, look here. I've learned more about procurement just being in subs here th
u/yingyn
Posted this response to the same sub:
Short answer: Google's AI Overviews work differently because they "know" what is inside your webpage (since they are the search engine), not just th
u/ragnarockette
Are there any supply chain forums or news sources you think are good? We have recently been getting some traction in supply chain and logistics and I’m struggling to find my listening mix for
u/broly3652
In before you read AI papers and see that even the people who made AI don't even know how it selects things.
u/Pelican_meat
It’s not different. It just prioritizes information differently, and it includes certifications, accreditations, and—yes—mentions on socials.
u/Far_Example_9150
What about FAQs?
u/Part-TimePraxis
I've worked with SupplyChain Digital, CIO Magazine, and a handful of others depending on persona. For real listening, look here. I've learned more about procurement just being in subs here th
u/Pelican_meat
It’s not different. It just prioritizes information differently, and it includes certifications, accreditations, and—yes—mentions on socials.
u/sunshinemicky
Yeah it's pulling based on exact relevance to each line or citation,not the overall query keyword if that make sense
u/Far_Example_9150
What about FAQs?
u/Far_Example_9150
What about FAQs?
u/broly3652
In before you read AI papers and see that even the people who made AI don't even know how it selects things.
u/Convert_Capybara
Yep. That's been my experience too. It also seems to heavily value community/social/forums credibility.
So are people talking favourably about your brand across the internet? Or are you
u/OtterlyMisdirected
I think the core issue right now is that AI is evolving so rapidly, the mechanisms it uses to scrape, parse, and surface content are both unclear and constantly changing.
While traditional S
u/broly3652
In before you read AI papers and see that even the people who made AI don't even know how it selects things.
u/Part-TimePraxis
So we started the year with 180 SERP feature placements, and currently have 352. Very niche product in supply chain. We write a lot of how-to content/educational content. We focus on tagging
u/Part-TimePraxis
So we started the year with 180 SERP feature placements, and currently have 352. Very niche product in supply chain. We write a lot of how-to content/educational content. We focus on tagging
u/Convert_Capybara
Yep. That's been my experience too. It also seems to heavily value community/social/forums credibility.
So are people talking favourably about your brand across the internet? Or are you
u/Part-TimePraxis
I've worked with SupplyChain Digital, CIO Magazine, and a handful of others depending on persona. For real listening, look here. I've learned more about procurement just being in subs here th
u/Effective-Car-4457
its just not sadly though
u/Flaky_Vast9345
You're right, AI Overviews doesn’t follow traditional rankings. It pulls from sources based on structured data, semantic relevance, freshness, and sometimes even diversity of perspective. Hig
u/Flaky_Vast9345
You're right, AI Overviews doesn’t follow traditional rankings. It pulls from sources based on structured data, semantic relevance, freshness, and sometimes even diversity of perspective. Hig
u/Flaky_Vast9345
You're right, AI Overviews doesn’t follow traditional rankings. It pulls from sources based on structured data, semantic relevance, freshness, and sometimes even diversity of perspective. Hig
u/ragnarockette
Are there any supply chain forums or news sources you think are good? We have recently been getting some traction in supply chain and logistics and I’m struggling to find my listening mix for
u/Flaky_Vast9345
You're right, AI Overviews doesn’t follow traditional rankings. It pulls from sources based on structured data, semantic relevance, freshness, and sometimes even diversity of perspective. Hig
u/yingyn
Posted this response to the same sub:
Short answer: Google's AI Overviews work differently because they "know" what is inside your webpage (since they are the search engine), not just th
u/sunshinemicky
Yeah it's pulling based on exact relevance to each line or citation,not the overall query keyword if that make sense
u/Part-TimePraxis
So we started the year with 180 SERP feature placements, and currently have 352. Very niche product in supply chain. We write a lot of how-to content/educational content. We focus on tagging
u/Flaky_Vast9345
You're right, AI Overviews doesn’t follow traditional rankings. It pulls from sources based on structured data, semantic relevance, freshness, and sometimes even diversity of perspective. Hig
u/ragnarockette
Are there any supply chain forums or news sources you think are good? We have recently been getting some traction in supply chain and logistics and I’m struggling to find my listening mix for
u/ragnarockette
Are there any supply chain forums or news sources you think are good? We have recently been getting some traction in supply chain and logistics and I’m struggling to find my listening mix for
u/Pelican_meat
It’s not different. It just prioritizes information differently, and it includes certifications, accreditations, and—yes—mentions on socials.
u/Far_Example_9150
What about FAQs?
u/sunshinemicky
Yeah it's pulling based on exact relevance to each line or citation,not the overall query keyword if that make sense
u/ragnarockette
We’re struggling with conferences too. Have attended Supply Chain USA and American Supply Chain Summit and both were (expensive) duds for us. Any good ones you like?
We are primarily selling
u/Convert_Capybara
Yep. That's been my experience too. It also seems to heavily value community/social/forums credibility.
So are people talking favourably about your brand across the internet? Or are you
u/Convert_Capybara
Yep. That's been my experience too. It also seems to heavily value community/social/forums credibility.
So are people talking favourably about your brand across the internet? Or are you
u/ragnarockette
Are there any supply chain forums or news sources you think are good? We have recently been getting some traction in supply chain and logistics and I’m struggling to find my listening mix for
u/Part-TimePraxis
So we started the year with 180 SERP feature placements, and currently have 352. Very niche product in supply chain. We write a lot of how-to content/educational content. We focus on tagging
u/Part-TimePraxis
So we started the year with 180 SERP feature placements, and currently have 352. Very niche product in supply chain. We write a lot of how-to content/educational content. We focus on tagging
u/broly3652
In before you read AI papers and see that even the people who made AI don't even know how it selects things.
u/ragnarockette
Are there any supply chain forums or news sources you think are good? We have recently been getting some traction in supply chain and logistics and I’m struggling to find my listening mix for
u/ragnarockette
We’re struggling with conferences too. Have attended Supply Chain USA and American Supply Chain Summit and both were (expensive) duds for us. Any good ones you like?
We are primarily selling
u/OtterlyMisdirected
I think the core issue right now is that AI is evolving so rapidly, the mechanisms it uses to scrape, parse, and surface content are both unclear and constantly changing.
While traditional S
u/sunshinemicky
Yeah it's pulling based on exact relevance to each line or citation,not the overall query keyword if that make sense
u/Far_Example_9150
What about FAQs?
u/Pelican_meat
It’s not different. It just prioritizes information differently, and it includes certifications, accreditations, and—yes—mentions on socials.
u/Part-TimePraxis
I've worked with SupplyChain Digital, CIO Magazine, and a handful of others depending on persona. For real listening, look here. I've learned more about procurement just being in subs here th
u/Part-TimePraxis
I've worked with SupplyChain Digital, CIO Magazine, and a handful of others depending on persona. For real listening, look here. I've learned more about procurement just being in subs here th
u/sunshinemicky
Yeah it's pulling based on exact relevance to each line or citation,not the overall query keyword if that make sense
u/Far_Example_9150
What about FAQs?
u/yingyn
Posted this response to the same sub:
Short answer: Google's AI Overviews work differently because they "know" what is inside your webpage (since they are the search engine), not just th
u/broly3652
In before you read AI papers and see that even the people who made AI don't even know how it selects things.
u/broly3652
In before you read AI papers and see that even the people who made AI don't even know how it selects things.
u/sunshinemicky
Yeah it's pulling based on exact relevance to each line or citation,not the overall query keyword if that make sense
u/Convert_Capybara
Yep. That's been my experience too. It also seems to heavily value community/social/forums credibility.
So are people talking favourably about your brand across the internet? Or are you
u/Pelican_meat
It’s not different. It just prioritizes information differently, and it includes certifications, accreditations, and—yes—mentions on socials.
u/OtterlyMisdirected
I think the core issue right now is that AI is evolving so rapidly, the mechanisms it uses to scrape, parse, and surface content are both unclear and constantly changing.
While traditional S
u/Flaky_Vast9345
You're right, AI Overviews doesn’t follow traditional rankings. It pulls from sources based on structured data, semantic relevance, freshness, and sometimes even diversity of perspective. Hig
u/OtterlyMisdirected
I think the core issue right now is that AI is evolving so rapidly, the mechanisms it uses to scrape, parse, and surface content are both unclear and constantly changing.
While traditional S
u/ragnarockette
We’re struggling with conferences too. Have attended Supply Chain USA and American Supply Chain Summit and both were (expensive) duds for us. Any good ones you like?
We are primarily selling
u/Pelican_meat
It’s not different. It just prioritizes information differently, and it includes certifications, accreditations, and—yes—mentions on socials.
u/Pelican_meat
It’s not different. It just prioritizes information differently, and it includes certifications, accreditations, and—yes—mentions on socials.
u/Flaky_Vast9345
You're right, AI Overviews doesn’t follow traditional rankings. It pulls from sources based on structured data, semantic relevance, freshness, and sometimes even diversity of perspective. Hig
u/Convert_Capybara
Yep. That's been my experience too. It also seems to heavily value community/social/forums credibility.
So are people talking favourably about your brand across the internet? Or are you
u/yingyn
Posted this response to the same sub:
Short answer: Google's AI Overviews work differently because they "know" what is inside your webpage (since they are the search engine), not just th